UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection

17 April 2021

Papers citing "UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection"

31 / 31 papers shown

Title
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models Mircea-Adrian Tanase Dumitru-Clementin Cercel Costin-Gabriel Chiru 32 15 0 26 Oct 2020
NutCracker at WNUT-2020 Task 2: Robustly Identifying Informative COVID-19 Tweets using Ensembling and Adversarial Training Priyanshu Kumar Aadarsh Singh FedML 33 17 0 09 Oct 2020
A little goes a long way: Improving toxic language classification despite data scarcity Mika Juuti Tommi Gröndahl Adrian Flanagan Nirmal Asokan 48 25 0 25 Sep 2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction Andrei-Marius Avram Dumitru-Clementin Cercel Costin-Gabriel Chiru 25 7 0 11 Sep 2020
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT Andrei Paraschiv Dumitru-Clementin Cercel M. Dascalu 33 17 0 11 Sep 2020
kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification Jiaxiang Liu Xuyi Chen Shikun Feng Shuohuan Wang Ouyang Xuan Yu Sun Zhengjie Huang Weiyue Su 66 19 0 08 Sep 2020
Generalisation of Cyberbullying Detection Richard Khoury Marc-André Larochelle 28 8 0 01 Sep 2020
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020) Marcos Zampieri Preslav Nakov Sara Rosenthal Pepa Atanasova Georgi Karadzhov Hamdy Mubarak Leon Derczynski Zeses Pitenis cCaugri cColtekin 67 487 0 12 Jun 2020
Cyberbullying Detection with Fairness Constraints O. Gencoglu 69 49 0 09 May 2020
Self-supervised Adversarial Training Kejiang Chen Hang Zhou YueFeng Chen Xiaofeng Mao Yuhong Li Yuan He Hui Xue Weiming Zhang Nenghai Yu GAN SSL 112 23 0 15 Nov 2019
Fine-Grained Analysis of Propaganda in News Articles Giovanni Da San Martino Seunghak Yu Alberto Barrón-Cedeño R. Petrov Preslav Nakov 60 336 0 06 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 677 24,541 0 26 Jul 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 91 795 0 19 Mar 2019
Predicting the Type and Target of Offensive Posts in Social Media Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 85 778 0 25 Feb 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Challenges for Toxic Comment Classification: An In-Depth Error Analysis Betty van Aken Julian Risch Ralf Krestel Alexander Loser 66 223 0 20 Sep 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 760 132,363 0 12 Jun 2017
Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning Takeru Miyato S. Maeda Masanori Koyama S. Ishii GAN 151 2,738 0 13 Apr 2017
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks Kazuma Hashimoto Caiming Xiong Yoshimasa Tsuruoka R. Socher KELM 80 575 0 05 Nov 2016
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 97 759 0 27 Oct 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 545 5,910 0 08 Jul 2016
Adversarial Training Methods for Semi-Supervised Text Classification Takeru Miyato Andrew M. Dai Ian Goodfellow GAN 75 1,061 0 25 May 2016
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF Xuezhe Ma Eduard H. Hovy 111 2,655 0 04 Mar 2016
Character-Aware Neural Language Models Yoon Kim Yacine Jernite David Sontag Alexander M. Rush 107 1,669 0 26 Aug 2015
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling Tiago Luís Luís Marujo Ramón Fernández Astudillo Silvio Amir Chris Dyer A. Black Isabel Trancoso CoGe 73 642 0 09 Aug 2015
Distributional Smoothing with Virtual Adversarial Training Takeru Miyato S. Maeda Masanori Koyama Ken Nakae S. Ishii 91 458 0 02 Jul 2015
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,121 0 20 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 639 13,432 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,388 0 03 Jun 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 282 14,963 1 21 Dec 2013